
课程编号 | 课程名称 | 课程级别 | 学时 |
214404 | 大数据分析及应用 | 硕士课 | 32 |
114211 | 农业知识图谱研究及进展 | 博士课 | 32 |
[1] 国家重点研发计划项目子课题,2024YFD1300604-2,奶牛健康状况大数据分析模型及系统开发,2024/12-2027/11,在研,主持
[2] 黑龙江省青年科学基金项目,LH2022C031,基于DHI知识交互的牧场生产管理异常自动定位方法研究,2022/07-2025/07,在研,主持
[3] 东北农业大学“东农学者计划”青年才俊项目,17QC21,区域差异性畜产品价格形成机制研究,2017/10-2019/10,已结题,主持
[4] 国家重点研发计划项目,2019YFE0125600,智慧牧场生产关键技术研究与应用,2021/02-2023/01,已结题,参与
【代表性论文】
[1] Yongjun Lou, Meng Gao*, Shuo Zhang, Hongjun Yang, Sicong Wang, Yongqiang He, Jing Yang, Wenxia Yang, Haitao Du, Weizheng Shen*. Chinese Named Entity Recognition for Dairy Cow Diseases by Fusion of Multi-Semantic Features Using Self-Attention-Based Deep Learning, Animals, 2025, 15(6), 822. (中科院二区)
[2] Xiao Han, Meng Gao*, Weizheng Shen*, Huihuan Liu, Baisheng Dai, Yongqiang He, Huixin Liu. A framework for generating anomaly analysis comments in DHI interpretaion report, Computers and Electronics in Agriculture, 2023(214):108331.(中科院一区Top,IF: 8.3)
[3] Haodong Wang, Weizheng Shen*, Yi Zhang, Meng Gao*, Qinggang Zhang, Xiaohui A, Haitao Du, Bailong Qiu. Diagnosis of dairy cow diseases by knowledge-driven deep learning based on the text reports of illness state, Computers and Electronics in Agriculture, 2023(205):107564.(中科院一区Top,IF: 8.3)
[4] Yi Zhang, Yu Zhang*, Meng Gao, Baisheng Dai, Shengli Kou, Xinjie Wang, Xiao Fu, Weizheng Shen*. Digital twin perception and modeling method for feeding behavior of dairy cows, Computers and Electronics in Agriculture, 2023(214):108181.(中科院一区Top,IF: 8.3)
[5] Jieyun Bai*, Yijie Zhu, Andy Lo, Meng Gao*, Yaosheng Lu*, Jichao Zhao, Henggui Zhang. In Silico Assessment of Class I Antiarrhythmic Drug Effects on Pitx2-Induced Atrial Fibrillation Insights from Populations of Electrophysiological Models of Human Atrial Cells and Tissues, International Journal of Molecular Sciences, 2021(22):1265.(中科院二区Top,IF: 5.6)
[6] Meng Gao, Haodong Wang, Weizheng Shen, Zhongbin Su, Huihuan Liu, Yanling Yin, Yonggen Zhang, Yi Zhang. Disease Diagnosis of Dairy Cow by Deep Learning Based on Knowledge Graph and Transfer Learning, International Journal Bioautomation, 2021,25(1):87-100. EI
【代表性论著】
[1] 中国猪业科学与技术创新系列丛书《人工智能与智能养猪》,参编
【授权专利】
[1] 一种基于知识驱动的奶牛疾病文本分类方法,发明专利,ZL202211404120.9
[2] 一种基于知识图谱的 DHI 报告解读方法、系统及存储介质,发明专利,ZL202110969609.X
[3] System and method for remote monitoring of livestock house 9 environment based on LoRa wireless wide area network technology,国际专利,2021/08622
[4] 无人机多功能集成地面控制装置,发明专利,ZL201910076450.1
[5] 固定翼无人机滑跑起飞辅助装置,发明专利,ZL109866914A
【制定标准】
[1] 奶牛生产性能(DHI)数据自动解读技术规程,地方标准,DB23/T 3582-2023
[2] 寒区规模化奶牛舍环境参数自动监测技术规程,地方标准,DB23/T 3448-2023
[3] 奶牛冷应激评价技术规范,团体标准,T/HLJNX 001-2023
【授权软件著作权】
[1] 黑龙江省奶业大数据平台 V1.0,软件著作权,2021SR1849324
[2] 奶牛健康生产智能分析与决策系统,软件著作权,2021SR0077805
黑龙江省数字农业产业技术协同创新推广体系岗位专家
国家奶牛产业技术体系智能化养殖岗位专家团队成员
东北农业大学"青年才俊"
中国畜牧兽医学会信息技术分委会委员
中国自动化学会智慧农业专业委员会委员
黑龙江省计算机学会智慧农业专业委员会委员
黑龙江省计算机学会自然语言处理专业委员会委员